Flux Completely Destroys Stable Diffusion 3! The New Champion

All Your Tech AI
2 Aug 202411:02

TLDRBlack Forest Lab's new diffusion model, Flux, is revolutionizing AI image generation with its incredible prompt adherence and one-shot tech creation capabilities. Developed by the team behind Stability AI, Flux outperforms its competitors in speed and quality, offering models like Flux Schnell for rapid generation and Flux Pro, a 12 billion parameter model available via API. Flux's potential is showcased through stunning images created with simple or complex prompts, demonstrating its ability to meet the high expectations set by Stable Diffusion 3 and offering a promising future in AI-driven creativity.

Takeaways

  • 🌟 A new diffusion model named 'Flux' has been released by Black Forest Lab, which is considered revolutionary in the AI image generation field.
  • 🚀 Flux is highly praised for its incredible image generation capabilities, rivaling and even surpassing previous models like Mid Journey.
  • 🔍 The team behind Flux has a strong background, originating from Stability AI, the creators of Stable Diffusion XL.
  • 💡 Flux is backed by significant investors and has Dent Horwitz as one of its notable supporters, indicating its potential and credibility.
  • 🔑 Flux is open-source, allowing for community contributions and modifications, which can lead to rapid improvements and innovations.
  • 🏆 Flux outperforms other recent competitors like Colors and Aura, showcasing its rapid image generation and high-quality output.
  • 🔢 Flux comes in three versions: Schnell, Dev, and Pro, each with different capabilities and use cases, from rapid lightweight generation to high-quality, heavy-duty processing.
  • 🛠️ Flux Dev is designed for developers to build upon, potentially replacing existing image processing technologies with its advanced features.
  • 🔒 Flux Pro is a closed-source model available only via API, offering the highest quality image generation with unlimited usage through subscription.
  • 📈 Flux's performance is visually compared with other models, showing its superiority in image quality and prompt adherence.
  • 🎨 The script demonstrates Flux's ability to generate high-quality images from both simple and complex prompts, showcasing its versatility and user-friendliness.

Q & A

  • What is the name of the new diffusion model released by Black Forest Lab?

    -The new diffusion model released by Black Forest Lab is called Flux.

  • What is special about Flux compared to other models like Stable Diffusion 3?

    -Flux is special due to its incredible prompt adherence, one-shot tech creation, and the ability to generate high-quality images rapidly, which rivals or surpasses other models like Stable Diffusion 3.

  • Who is behind the development of Flux?

    -The team behind Flux came from Stability AI, the creators of Stable Diffusion XL, and they have started Black Forest Lab.

  • What are the three versions of Flux mentioned in the script?

    -The three versions of Flux mentioned are Flux Schnell, Flux Dev, and Flux Pro.

  • How does Flux Schnell differ from Flux Pro in terms of image generation speed and quality?

    -Flux Schnell generates images about 10 times faster than the Pro model but produces lower quality images, while Flux Pro is a heavier model that generates higher quality images.

  • What is the purpose of the Flux Dev model?

    -The Flux Dev model is designed for developers to build upon, allowing for image-to-image transformations and other advanced features.

  • How can users access and use Flux on Pixel Dojo?

    -Users can access Flux on Pixel Dojo by using prompts to generate images or by using the Image Dojo feature, which utilizes a large language model to fine-tune prompts and generate detailed images.

  • What is the significance of the large language model used in conjunction with Flux on Pixel Dojo?

    -The large language model helps in creating detailed prompts for image generation, which simplifies the process for users and allows Flux to generate images that are more aligned with the user's intent.

  • How does the user interface of Comfy UI facilitate the use of Flux?

    -Comfy UI allows users to run Flux on their own machine, making it easier for those who may not be familiar with the technical aspects of using AI models for image generation.

  • What is the significance of Flux Pro being a closed-source model available only via API?

    -The closed-source nature of Flux Pro and its availability only via API means that it is a controlled, high-quality model that can be integrated into various applications and services, ensuring consistent performance and quality.

  • What is the potential impact of Flux on the AI-generated image industry?

    -Flux has the potential to revolutionize the AI-generated image industry by setting a new standard for prompt adherence, image quality, and generation speed, possibly replacing other models and influencing future developments.

Outlines

00:00

🚀 Introduction to Flux: A Revolutionary Diffusion Model

The script introduces Flux, a new diffusion model developed by Black Forest Lab, which is being hailed as an incredible breakthrough in image generation. Flux is praised for its prompt adherence and one-shot tech creation capabilities. The team behind Flux has a strong background, originating from Stability AI, the creators of stable diffusion XL. Flux is well-funded and backed by influential figures in tech, such as Dent Horwitz. The model is compared with other competitors like Colors, Aura, and various versions of Stability AI's models, showcasing its rapid image generation and high-quality output. Three versions of Flux are discussed: Schnell, Dev, and Pro, each with different capabilities and use cases. Flux Schnell is noted for its speed, while Flux Pro is a closed-source model available only via API and is considered a 12 billion parameter model. The script also mentions the availability of Flux in Comfy UI for personal machine use and the potential of Flux Dev for developers to build upon.

05:02

🎨 Exploring Flux's Image Generation Capabilities

This paragraph delves into the practical use of Flux for generating images. The script describes the process of using Flux on Pixel Dojo, where users can input prompts to generate images quickly with the Pro version of Flux. The model's ability to understand and adhere to prompts is highlighted, showcasing high-quality image outputs that match the descriptions provided. The script also introduces 'Image Dojo,' a new feature that utilizes a large language model to refine prompts and generate detailed images with minimal user input. Examples of image generation, such as a coffee cup and a wine glass with the 'Pixel Dojo' branding, demonstrate Flux's capability to understand context and modify images based on user feedback. The paragraph also touches on the community aspect, encouraging users to submit their creations to the community gallery on Pixel Dojo.

10:03

🤖 Advanced Prompting and Image Upscaling with Flux

The final paragraph focuses on advanced prompting techniques and the image upscaling feature of Flux. It demonstrates how Flux can interpret complex prompts and generate detailed images, such as a Ninja Turtle holding a sign with 'Pixel Dojo' in a pixelated font. The script also explains how the large language model can modify prompts based on previous context, simplifying the image creation process for users. An example of creating a plastic toy version of a Ninja Turtle is given, showing Flux's ability to understand and apply user modifications to prompts effectively. The paragraph concludes with a mention of the upscaling feature, which enhances and doubles the resolution of generated images, and the option to make these images public in the Pixel Dojo gallery.

Mindmap

Keywords

💡Flux

Flux is the name of the new diffusion model developed by Black Forest Lab, which is presented as a revolutionary advancement in the field of AI-generated images. It is considered to have superior capabilities in comparison to its predecessors, particularly in terms of speed and quality of image generation. In the video, Flux is highlighted as the new champion in the realm of AI image creation, showcasing its ability to produce high-quality images with remarkable prompt adherence.

💡Black Forest Lab

Black Forest Lab is the company responsible for developing the Flux diffusion model. It is noteworthy that the team behind this company has a strong background, originating from Stability AI, the creators of notable models like Stable Diffusion XL. The script emphasizes that Black Forest Lab is well-funded and backed by significant figures in the tech industry, which contributes to the credibility and potential impact of Flux.

💡Pixel Dojo

Pixel Dojo is mentioned as a platform where Flux has been tested and where users have been creating images with the new model. It serves as an example of how quickly the AI community has embraced Flux, generating a variety of images that showcase the model's capabilities.

💡Prompt Adherence

Prompt adherence refers to the ability of an AI model to accurately interpret and generate images based on the textual description provided by the user. The script highlights Flux's exceptional prompt adherence, meaning it can create images that closely match the user's textual prompts, which is a key feature in evaluating the performance of AI image generation models.

💡One-shot Tech Creation

One-shot tech creation is a feature of Flux that allows it to generate images from a single prompt without the need for multiple iterations. This is a significant advancement as it demonstrates Flux's ability to understand and execute complex ideas with a high degree of accuracy on the first attempt, as illustrated by the examples provided in the script.

💡Stable Diffusion 3

Stable Diffusion 3 is a previous version of the AI image generation model from Stability AI. The script positions Flux as a superior alternative to Stable Diffusion 3, suggesting that Flux delivers on the promises that Stable Diffusion 3 failed to fulfill, thus marking a shift in the landscape of AI image generation technology.

💡Comfy UI

Comfy UI is a user interface mentioned in the script that allows users to run Flux on their own machines. It is highlighted as a user-friendly tool that simplifies the process of generating images with Flux, making it accessible to a broader audience.

💡Flux Models

The script discusses three different models of Flux: Schnell, Dev, and Pro. Each model serves a different purpose and has varying capabilities in terms of speed, quality, and accessibility. Flux Schnell is faster but produces lower-quality images, while Flux Pro is a high-parameter model that is only available via API and offers the highest quality.

💡Developers

The term 'developers' is used in the context of the Flux Dev model, which is designed for developers to build upon and integrate into various applications. It signifies the potential for Flux to be used in a wide range of projects, from image-to-image transformations to other advanced image processing tasks.

💡Creative Upscale

Creative Upscale is a process mentioned in the script that enhances the quality and resolution of generated images. It is used to improve the final output of Flux-generated images, demonstrating the model's flexibility and the additional tools available to users for post-processing.

💡Pixel Dojo Community Gallery

The Pixel Dojo Community Gallery is a platform where users can submit and share the images they create with Flux. It serves as a showcase of the model's capabilities and a space for the community to engage with each other's creations, fostering a collaborative environment.

Highlights

Flux, a new diffusion model by Black Forest lab, is being hailed as a revolutionary tool in image generation.

Flux demonstrates incredible prompt adherence and one-shot tech creation, setting it apart from its competitors.

The team behind Flux has a strong background from Stability AI, creators of Stable Diffusion XL.

Flux is well-funded and backed by influential figures in tech like Dent Horwitz.

The model generates images rapidly, outperforming other recent competitors like Colors and Aura.

Flux is available in three versions: Schnell, Dev, and Pro, each with different capabilities and performance levels.

Flux Schnell is 10 times faster than the Pro model but produces lower quality images.

Flux Dev is designed for developers, offering a platform to build upon with advanced image manipulation features.

The Pro model is closed source and available via API, offering the highest quality images.

Flux can be run on Comfy UI, making it accessible for users to generate images on their own machines.

Users have already created impressive images with Flux in a short amount of time on Pixel Dojo.

Flux's capabilities are demonstrated through complex prompts that direct the positioning of objects in a scene.

Simple prompts can also yield high-quality results, showcasing Flux's versatility.

Flux's image generation is so advanced that it rivals Mid Journey V6 in quality.

The model's performance has been benchmarked against other champions like SD3 Turbo and Dolly 3HD.

Flux is seen as the fulfillment of the promises made by Stable Diffusion 3, delivering on its potential.

Pixel Dojo's Image Dojo feature utilizes Flux for generating detailed and high-quality images with ease.

Flux's large language model integration allows for complex scene creation with simple user input.

The community is encouraged to explore Flux's capabilities and share their creations on Pixel Dojo.